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Paper Citation Record · LEDGER

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs

As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2508.05524.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.05524 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:19:29.847364Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact2
  • verified fuzzy46
  • unresolved1
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 572e275f-04bb-4f2c-86e2-cdb49e51c978 · outbound

This paper cites MS-TCN: Multi- stage temporal convolutional network for action seg- mentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs MS-TCN: Multi- stage temporal convolutional network for action seg- mentation

Reference 1

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f8fdc2cf-49af-4aef-a96a-df35139bbe1b · outbound

This paper cites Unsupervised learning from narrated instruc- tion videos.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsupervised learning from narrated instruc- tion videos

Reference 2

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verified fuzzy
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Source-reported events for the cited work

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Observation 96f459d9-11dc-45e6-a465-b463fdc9a8d3 · outbound

This paper cites How much temporal long-term context is needed for action segmentation? In IEEE International Con- ference on Computer Vision (ICCV), 2023.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs How much temporal long-term context is needed for action segmentation? In IEEE International Con- ference on Computer Vision (ICCV), 2023

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e54a09be-b24c-40e1-abc8-dc53b9fd355b · outbound

This paper cites Opental: Towards open set temporal action localization.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Opental: Towards open set temporal action localization

Reference 4

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5a3a715f-80de-4dba-bdd6-2544b4f053fd · outbound

This paper cites Exploiting vlm local- izability and semantics for open vocabulary action de- tection.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Exploiting vlm local- izability and semantics for open vocabulary action de- tection

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.687116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 8447f0c2-5e15-4d91-b3fc-60f6a09f04cb · outbound

This paper cites Unified fully and timestamp supervised temporal action segmenta- tion via sequence to sequence translation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unified fully and timestamp supervised temporal action segmenta- tion via sequence to sequence translation

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5fc85778-d83c-41bc-a143-b510834ed142 · outbound

This paper cites Quo vadis, ac- tion recognition? a new model and the kinetics dataset.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Quo vadis, ac- tion recognition? a new model and the kinetics dataset

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 860a7c66-e282-4460-a5f6-da76a54036ac · outbound

This paper cites D3tw: Discriminative differ- entiable dynamic time warping for weakly supervised action alignment and segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs D3tw: Discriminative differ- entiable dynamic time warping for weakly supervised action alignment and segmentation

Reference 8

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 19b3c718-a9a8-4914-9e24-74f663acdbe7 · outbound

This paper cites Leveraging action affinity and continuity for semi-supervised temporal action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Leveraging action affinity and continuity for semi-supervised temporal action segmentation

Reference 9

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6dfae051-93aa-43b7-873a-fb85e263b351 · outbound

This paper cites Weakly-supervised ac- tion segmentation with iterative soft boundary assign- ment.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly-supervised ac- tion segmentation with iterative soft boundary assign- ment

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a885190b-9722-4727-a90a-0d12af268adf · outbound

This paper cites Fast and unsupervised action boundary detec- tion for action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Fast and unsupervised action boundary detec- tion for action segmentation

Reference 11

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation acf25b58-f53a-4a44-b60c-94009b98e730 · outbound

This paper cites Sct: Set constrained temporal transformer for set supervised action segmen- tation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Sct: Set constrained temporal transformer for set supervised action segmen- tation

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 911e6c4f-728d-4741-a3f8-ae48377164fe · outbound

This paper cites Open-Vocabulary Temporal Action Localization using Multimodal Guidance.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Open-Vocabulary Temporal Action Localization using Multimodal Guidance

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.687405Z digest=sha256:891b8569a5923ab64f0b77acef6b980977fb00ca751864fe73676626a04950f0

Observation da12f3b9-f7fe-47b0-ba54-58962dafc11d · outbound

This paper cites Im- proving action segmentation via graph-based temporal reasoning.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Im- proving action segmentation via graph-based temporal reasoning

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.591068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b5186c11-47c9-442e-a27c-d057486c0aa4 · outbound

This paper cites Alleviating over-segmentation errors by detecting action boundaries.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Alleviating over-segmentation errors by detecting action boundaries

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 4d7d1d20-6f9e-4e78-b04a-341b660a5486 · outbound

This paper cites Fast saliency based pooling of fisher encoded dense trajectories.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Fast saliency based pooling of fisher encoded dense trajectories

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 441bdc0d-92c8-40d6-9d90-c0dc5e7a679c · outbound

This paper cites Timestamp-supervised action segmentation with graph convolutional networks.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Timestamp-supervised action segmentation with graph convolutional networks

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 729c4f7c-0763-41f4-a833-d2bdd26585b4 · outbound

This paper cites The lan- guage of actions: Recovering the syntax and semantics of goal-directed human activities.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs The lan- guage of actions: Recovering the syntax and semantics of goal-directed human activities

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation faec9408-14a2-412d-b053-720ba8ba04d5 · outbound

This paper cites An end-to-end generative framework for video segmenta- tion and recognition.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs An end-to-end generative framework for video segmenta- tion and recognition

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.709781Z digest=sha256:d6a9aeabfaed39a201570ff7b02df7ec030a62ff52315bc14ca7f2ee4788c241

Observation 8c6a920b-5e45-4978-82cf-e91ff9181aa5 · outbound

This paper cites Weakly supervised learning of actions from transcripts.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly supervised learning of actions from transcripts

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.522568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 8b15ac05-c186-4110-b967-5c3405410ea5 · outbound

This paper cites Unsupervised learning of action classes with continuous temporal embedding.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsupervised learning of action classes with continuous temporal embedding

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.507347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 05898e64-b5e6-4178-bfef-1ac11be915a5 · outbound

This paper cites Unsu- pervised action segmentation by joint representation learning and online clustering.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsu- pervised action segmentation by joint representation learning and online clustering

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.496042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.723821Z digest=sha256:7492ad8877f896c958d02763463ee5aef871f91c5fc0309b0804aeac80d0888e

Observation 82d221ca-8114-45f7-804d-fb9921609d15 · outbound

This paper cites Set-constrained viterbi for set-supervised action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Set-constrained viterbi for set-supervised action segmentation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.483388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.738482Z digest=sha256:fb446ac504abb5c51ad1f99be7070ec93bf1fa0df2e77e3b412443279b08123c

Observation 553d5dfd-81f2-4f68-997e-8fdea60b786c · outbound

This paper cites Weakly super- vised energy-based learning for action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly super- vised energy-based learning for action segmentation

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.472395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 68bf94cd-ca7a-403a-a11f-76dc0268ad66 · outbound

This paper cites MS-TCN++: Multi-stage temporal convolutional network for action segmenta- tion.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs MS-TCN++: Multi-stage temporal convolutional network for action segmenta- tion

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.461109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.745840Z digest=sha256:046041248f77f33effe6088f7c1498cd4042bbf3e3f5fba6ea499087fe01b04f

Observation 05eb7d70-fb0d-4042-beb2-e5ae32a42e94 · outbound

This paper cites Tempo- ral action segmentation from timestamp supervision.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Tempo- ral action segmentation from timestamp supervision

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.449971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e32a1d71-0e47-4db5-98b4-df35a5f65d5e · outbound

This paper cites Diffusion ac- tion segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Diffusion ac- tion segmentation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.425591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.753490Z digest=sha256:b2bdad1564568ff6bdec3aafb77a6f199890f71fa9488b4d1d3cde35b37aa92c

Observation 3aad209e-8209-452c-8321-77d3078bdeab · outbound

This paper cites Weakly-supervised ac- tion segmentation and alignment via transcript-aware union-of-subspaces learning.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly-supervised ac- tion segmentation and alignment via transcript-aware union-of-subspaces learning

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.406791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.757364Z digest=sha256:b80d0a5695ba42a3baf93ea2c816672caf13aee5eec539e8c8978c9e02468078

Observation 4e9c8877-f191-44f5-8895-c3064acbb339 · outbound

This paper cites Fact: Frame-action cross-attention temporal modeling for efficient action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Fact: Frame-action cross-attention temporal modeling for efficient action segmentation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.392964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.762092Z digest=sha256:078fa20509fd144d8693eed2e1d627409674ce22a6e4613cb595925ade116663

Observation dab04da1-b345-4d81-aa82-cf73b05ec2b2 · outbound

This paper cites Streamer: Streaming representation learn- ing and event segmentation in a hierarchical manner.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Streamer: Streaming representation learn- ing and event segmentation in a hierarchical manner

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.382473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.765470Z digest=sha256:8b17d462d6d8417ccae10b67ed5c349adc6a72d766ba91a1b9b8129654c8ce58

Observation 69418f4d-975c-4158-bda9-da2a94425418 · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Representation Learning with Contrastive Predictive Coding

Reference 31

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unresolved
no resolver link, observed 2026-08-05T23:19:29.768945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:19:29.768945Z digest=sha256:797ca44f06c97c64636b3ba62f6bcb2b9a5350224d369d822f867539aafadf9d

Observation 543f0698-4b22-4a12-bd75-4a1b61d32c07 · outbound

This paper cites A generalized and robust framework for timestamp supervision in temporal action segmen- tation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs A generalized and robust framework for timestamp supervision in temporal action segmen- tation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.370769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.772727Z digest=sha256:04457811edfd5b3ab22497ab4592916538438d45249583e5902463db01be43cd

Observation 85f92cad-e08d-408c-b5e3-3549e392f556 · outbound

This paper cites Temporal action detection using a statistical language model.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Temporal action detection using a statistical language model

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.360035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.776311Z digest=sha256:97d78bbfbf6bf48ba1319bb57065bed63b5ade0f08f56fcefb12119b3a6514c3

Observation ef161b3f-62f7-4737-9df6-d3127f91f239 · outbound

This paper cites Weakly supervised action learning with rnn based fine- to-coarse modeling.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Weakly supervised action learning with rnn based fine- to-coarse modeling

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.349566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.780841Z digest=sha256:f39592bd7d8980eba92f3082f8d6815726e6c4fab3828c2eadb85e2ca958d519

Observation 1b3af591-7dc8-4096-99be-f2dd6ffd8c71 · outbound

This paper cites Action sets: Weakly supervised action segmentation without ordering constraints.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Action sets: Weakly supervised action segmentation without ordering constraints

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.338400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.784813Z digest=sha256:e10c6b12536cdee993aa6f6789a8b99994449ba8b83a76e72950fc736adfcfeb

Observation bd6328ff-c74b-43ad-83bd-60d46284e51f · outbound

This paper cites Neuralnetwork-viterbi: A framework for weakly supervised video learning.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Neuralnetwork-viterbi: A framework for weakly supervised video learning

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.327930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.788186Z digest=sha256:1720026edc3aa458d6a2364da50656d65758b3bf72ef7bee076b8955bda4747f

Observation d0e2b3f1-17ed-4dd0-a052-47a1a8b512a0 · outbound

This paper cites A database for fine grained activity detection of cooking activities.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs A database for fine grained activity detection of cooking activities

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.316494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.791733Z digest=sha256:286eaae851806224ccb790b4edd2c32322492974f9802157c64caafb1c1e188e

Observation c87c29c9-83d8-48b0-ab48-434a7fd2aa5e · outbound

This paper cites Temporally- weighted hierarchical clustering for unsupervised ac- tion segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Temporally- weighted hierarchical clustering for unsupervised ac- tion segmentation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.304636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.795065Z digest=sha256:b3fe929498405ca409755ce0b0f217d2749c8a420b6bba432714a132eff22f4e

Observation f47f416b-a522-446e-aa22-29f9f9d7889a · outbound

This paper cites Estimating the dimension of a model.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Estimating the dimension of a model

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.292611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.798519Z digest=sha256:f3a74a08cfa9674ab75c0a8191cd5dd17e1b7e94b73c9529d8c81477c59e64af

Observation 06bd317b-0ffc-477b-9e00-6c56146d22a2 · outbound

This paper cites Unsupervised learning and segmentation of complex activities from video.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unsupervised learning and segmentation of complex activities from video

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.281476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.802592Z digest=sha256:0e46322d9dd5f4e5281a38243839df2b5b8b687373a24c8da9c0ca5eb13a053c

Observation f727c8c7-da00-4474-ad74-6753879c00aa · outbound

This paper cites Iterative contrast-classify for semi-supervised tempo- ral action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Iterative contrast-classify for semi-supervised tempo- ral action segmentation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.269340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.806423Z digest=sha256:157f2c11dc6b84d19434c32de24d27e41300b913df284f76fb63b5c0b5ada2ad

Observation 56a87ff3-f5dd-445f-9e2d-bff0b76c3cae · outbound

This paper cites Robust action seg- mentation from timestamp supervision.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Robust action seg- mentation from timestamp supervision

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.258122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.810403Z digest=sha256:2266a212cf6a35ae5870d62725c04b11137bf3dc7d041ed28f2a6750eff9e0db

Observation 9c6add69-5ee2-41d8-b711-8e44e9f63f09 · outbound

This paper cites Hierarchical vector quantization for unsupervised action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Hierarchical vector quantization for unsupervised action segmentation

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.245527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.815397Z digest=sha256:c4e7faf8480b70fada27bc882731fd312a3b201e54ea86fb0fa7c3a3adf10d72

Observation 6508d000-70c0-4a2f-b3ba-f9545fb43234 · outbound

This paper cites an unresolved cited work.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Unresolved cited work

Reference 44

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T23:19:30.135404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.819913Z digest=sha256:f49e3c65cd89b37f010950fa2d61afebc7320d6154c11174bb1b9319c2fbc649

Observation 3b04102f-34a6-4d0e-8723-a4713891855b · outbound

This paper cites Learning latent temporal structure for complex event detection.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Learning latent temporal structure for complex event detection

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.232544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.824175Z digest=sha256:080882428e9fb67cdf11e2dd9f0e6eb9c8a8ee0ec5cabcc24b979d70d915a07d

Observation 6eda3c7e-ca65-4bd7-aff5-041312cb30db · outbound

This paper cites Permutation-aware activ- ity segmentation via unsupervised frame-to-segment alignment.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Permutation-aware activ- ity segmentation via unsupervised frame-to-segment alignment

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.217522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.833065Z digest=sha256:36017707ec0c21099da3f88933ee11d5d9d839e152b36faa9a9e60cbe51a7ea8

Observation d65bd48a-7ed1-4525-b19b-b46eb7c58384 · outbound

This paper cites Temporally consistent unbalanced optimal transport for unsupervised action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Temporally consistent unbalanced optimal transport for unsupervised action segmentation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.202692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.838957Z digest=sha256:a953a2a11ec7df858c7482cf502bf96f4f652bdfaf2dbff6b877e594aa5b2bcc

Observation 2d3f55a0-5eef-441a-acb0-6df2c3934bf1 · outbound

This paper cites AS- Former: Transformer for action segmentation.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs AS- Former: Transformer for action segmentation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.190150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.842871Z digest=sha256:1d163355d4ac7e96115a129f8f1185b5f7b75fadd4af5cdcf73a7599e4f26796

Observation b758467e-c427-490e-bc83-5af32da81b2e · outbound

This paper cites Ow- tal: learning unknown human activities for open-world temporal action localization.

GASP: A Gradient-Aware Shortest Path Algorithm for Boundary-Confined Visualization of 2-Manifold Reeb Graphs Ow- tal: learning unknown human activities for open-world temporal action localization

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T23:19:30.177725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T23:19:29.847364Z digest=sha256:1b8b0a2377db58a787152cb42ffc5c597830c2ade3681ab3d17a1e094791df59

Pith citing papers

No inbound Pith citation observations are available.